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Brand report · September 2026

Turvo: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about freight & transportation management (tms), Turvo ranks #5 of 15, a Visibility Score of 23 in Freight & Transportation Management (TMS) (and appears in 2 categories of the index).

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees Turvo

Turvo fills freight lists but never earns the recommendation.

Where it wins. In Freight and Transportation Management, Turvo reaches a 30.6% mention rate and scores 22.6, its only category where the models surface it with any consistency.

Where it loses. Trucking and Carrier Management tells the opposite story: a rank of 14 out of 15 and a score of 6.4, with models dropping Turvo from enterprise, startup, use-case, and head-to-head prompts entirely, leaving it as a name that appears when the list needs padding, not when a buyer needs a verdict.

AI-generated analysis of the September 2026 measurements.

Freight & Transportation Management (TMS) · #5 of 15

23 / 100 flat vs last month

31%

mention rate (72 answers)

4

avg. position

0%

first pick

5%

share of voice

ChatGPT

16

Claude

35

Gemini

17

How the models portray Turvo

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

36% 45% 18%

endorsed · 95% band 20–57% listed caveated graded across 22 mentions in Freight & Transportation Management (TMS) answers

Prompt themes Turvo would want to own

Share of each theme's answers that mention Turvo. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Best overall

7/9

Feature-led ask

6/9

Budget & alternatives

4/9

Use-case fit

3/9

Top tools in 2026

1/9

If you could pick one

1/9

Startup & small team

0/9

Enterprise pick

0/9

Gaps Startup & small team · Enterprise pick

Most co-mentioned competitors

Share of Turvo's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Rose Rocket

64%

McLeod Software

55%

MercuryGate

50%

Aljex

41%

Tailwind TMS

41%

Tai TMS

36%

Scores are measured from real AI answers, refreshed monthly. Methodology.

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